A data-driven model for predicting the mixed-mode stress intensity factors of a crack in composites
Xinyu Zhang, Tingting Zhao, Yifan Liu, Qingqing Chen, Zhiyong Wang, Zhiyong Wang, Zhihua Wang, Zhihua Wang
Topics & Concepts
Curse of dimensionalityHyperparameterArtificial neural networkComputer sciencePrincipal component analysisGeneralizationFinite element methodStability (learning theory)Artificial intelligenceAlgorithmMachine learningStructural engineeringEngineeringMathematicsMathematical analysisNon-Destructive Testing TechniquesUltrasonics and Acoustic Wave PropagationStructural Health Monitoring Techniques